BEGIN:VCALENDAR VERSION:2.0 PRODID:researchseminars.org CALSCALE:GREGORIAN X-WR-CALNAME:researchseminars.org BEGIN:VEVENT SUMMARY:Alex Davies (Deep Mind) DTSTART:20221212T120000Z DTEND:20221212T130000Z DTSTAMP:20260423T010637Z UID:MaML/5 DESCRIPTION:Title: Mac hine Learning with Mathematicians\nby Alex Davies (Deep Mind) as part of Mathematics and Machine Learning\n\n\nAbstract\nCan machine learning be a useful tool for research mathematicians? There are many examples of mat hematicians pioneering new technologies to aid our understanding of the ma thematical world: using very early computers to help formulate the Birch a nd Swinnerton-Dyer conjecture and using computer aid to prove the four col our theorem are among the most notable. Up until now\, there hasn’t been significant use of machine learning in the field and it hasn’t been cle ar where it might be useful for the questions that mathematicians care abo ut. In this talk\, we will discuss how working together with top mathemati cians to use machine learning to achieve two new results – proving a new connection between the hyperbolic and geometric structure of knots\, and conjecturing a resolution to a 50-year problem in representation theory\, the combinatorial invariance conjecture. Through these examples\, we demon strate a way that machine learning can be used by mathematicians to help g uide the development of surprising and beautiful new conjectures.\n LOCATION:https://researchseminars.org/talk/MaML/5/ END:VEVENT END:VCALENDAR